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cs.SE2026
ToolAlignBench: Investigating Alignment Conflicts in Tool-Calling Enabled LLMs
Aryan Keluskar, Amrita Bhattacharjee, Huan Liu
Safety alignment in LLMs aims to align models with human values, but which values take precedence when they conflict? We investigate this question in the context of tool-calling LL…
cs.AI2026
When Does Personality Composition Matter for Multi-Agent LLM Teams?
Aryan Keluskar, Amrita Bhattacharjee, Huan Liu
Personality prompting shapes how large language models communicate, yet whether these behavioral shifts affect objective task outcomes remains under-explored. Prior work shows that…